{"id":"W4389945489","doi":"10.1161/circ.148.suppl_1.17254","title":"Abstract 17254: Myocardial Functional Recovery Following Durable Ventricular Assist Device in Children","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Ventricular assist device; Heart failure; Surgery; Cardiology; Pulsatile flow; Retrospective cohort study; Implant; Cardiomyopathy; Cohort; Heart transplantation; Internal medicine; Dilated cardiomyopathy; Ejection fraction; Ischemic cardiomyopathy; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000567868,0.0002142165,0.0004931185,0.0007337896,0.0004077225,0.000513075,0.000321649,0.0003313443,0.002373146],"category_scores_gemma":[0.00180532,0.0001280772,0.0003332047,0.0009753411,0.0004521154,0.0004143922,0.0004087256,0.0005500079,0.0002642734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004228436,"about_ca_system_score_gemma":0.0005005677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599905,"about_ca_topic_score_gemma":0.001589021,"domain_scores_codex":[0.9994984,0.00006432563,0.0000767294,0.0001061933,0.0001184465,0.0001359785],"domain_scores_gemma":[0.9981042,0.0003193464,0.001247544,0.00004132162,0.00008607649,0.0002015466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006697303,0.00001532277,0.9962285,0.00004080733,0.00001502781,0.001704937,0.00008585797,0.00001785914,0.0002206209,0.00003101638,0.0001776167,0.001395468],"study_design_scores_gemma":[0.000006152179,0.0001653761,0.9898105,0.00004242077,0.0000159343,0.009152642,0.0002839769,0.00004099089,0.0001379127,0.00001954405,0.000321191,0.000003323723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978971,0.0007047349,0.00007709209,0.00007607559,0.00001444407,0.00001684925,0.0007101565,0.000004292218,0.0004993198],"genre_scores_gemma":[0.9987499,0.0003601214,0.0001059149,0.00004505681,0.00003158046,0.00001749494,0.0005727949,0.000002524988,0.0001146484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002373146,"threshold_uncertainty_score":0.007938981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645093721253767,"score_gpt":0.216455137141033,"score_spread":0.2000041999284954,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}